A synthetic case study of measuring the misfit between 4D seismic data and numerical reservoir simulation models through the Momenta Tree. - Aurea Soriano-Vargas; Klaus Rollmann; Forlan Almeida; Alessandra Davólio; Bernd Hamann; Denis J. Schiozer; Anderson Rocha 001 (Comput. Geosci., 2020)

Convolutional Neural Network Formulation to Compare 4-D Seismic and Reservoir Simulation Models. - Klaus Rollmann; Aurea Soriano-Vargas; Forlan Almeida; Alessandra Davólio; Denis José Schiozer; Anderson Rocha 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Rock-type classification: A (critical) machine-learning perspective. - Pedro Ribeiro Mendes Júnior; Soroor Salavati; Oscar Linares; Maiara Moreira Gonçalves; Marcelo Ferreira Zampieri; Vitor Hugo de Sousa Ferreira; Manuel Castro 002; Rafael de Oliveira Werneck; Renato Moura; Elayne Morais; Ahmed Esmin; Leopoldo Lusquino; et al. (Comput. Geosci., 2024)

A multi-modal approach for mixed-frequency time series forecasting. - Leopoldo Lusquino Filho; Rafael de Oliveira Werneck; Manuel Castro 002; Pedro Ribeiro Mendes Júnior; Augusto Lustosa; Marcelo Ferreira Zampieri; Oscar Linares; Renato Moura; Elayne Morais; Murilo Amaral; Soroor Salavati; Ashish Loomba; et al. (Neural Comput. Appl., 2024)

Efficient proxy for time-lapse seismic forward modeling using a U-net encoder-decoder approach. - Michael Diniz; Masoud Maleki; Marcos V. M. Cirne; Shahram Danaei; João Oliveira; Denis José Schiozer; Alessandra Davólio; Anderson Rocha 001 (Comput. Geosci., 2025)